
Addressing the challenge of coreference resolution by introducing a novel pipeline approach that incorporates singletons and improves generalization performance.


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splice-a-singleton-enhanced-pipeline-for-coreference-resolution


SPLICE: A Singleton-Enhanced Pipeline for Coreference Resolution


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Controlling for the choice of language model and hyperparameter search space reduces most, but not all, of the increase in coreference resolution accuracy reported in recent years. Encoder-based models outperform decoder-based models of comparable size in terms of accuracy, inference speed, and memory usage.


a-controlled-comparison-of-coreference-resolution-models-reveals-surprising-insights


A Controlled Comparison of Coreference Resolution Models Reveals Surprising Insights
